Delays. Due to processes that are often manual and ad hoc, it can take months to get a model implemented into production systems.
Difficulty defining business rules. The step of translating answers from analytical models into business actions for operational decisions
Poor results. Poorly performing models remain in production even though they are producing inaccurate results that lead to bad business decisions.
Shortage of analytical skills for model development and deployment.